{"id":"W2692689359","doi":"10.71781/30210","title":"Impact de la modification du métabolisme primaire des cellules CHO sur leur productivité","year":2016,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139979,0.0003993528,0.0003461701,0.0001732641,0.000174139,0.0005745525,0.0001887793,0.0003446148,0.002016734],"category_scores_gemma":[0.0002268633,0.0001429088,0.0005200756,0.0002627925,0.0001943517,0.0002498521,0.0001840924,0.0004585738,0.0004117604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003965489,"about_ca_system_score_gemma":0.0003769536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810144,"about_ca_topic_score_gemma":0.002156124,"domain_scores_codex":[0.9998626,0.00002105903,0.00001168315,0.00003978487,0.00003995292,0.00002498819],"domain_scores_gemma":[0.9998552,0.0000344848,0.00002995822,0.00002125256,0.00003905911,0.00002002825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002788473,0.00002626596,0.0002593529,0.00009018213,0.00001332333,0.00002078022,0.00001089539,0.0001004561,0.9959538,0.00004038044,0.00002855241,0.003177145],"study_design_scores_gemma":[0.00001330357,0.001161473,0.003987405,0.00001237043,0.00005471655,0.00005859686,0.00002436194,0.0003592544,0.9897624,0.00002736492,0.004529526,0.000009137254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868396,0.006594143,0.002806561,0.0001313824,0.0001049448,0.00006071745,0.0006867344,0.00005945001,0.002716385],"genre_scores_gemma":[0.9766604,0.005849358,0.006693228,0.0001463799,0.00002211159,0.0001182169,0.001132509,0.00004972456,0.009328169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002016734,"threshold_uncertainty_score":0.00674659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517586679616512,"score_gpt":0.2935544696366147,"score_spread":0.2783786028404496,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}